Machine Learning
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Contrastive Learning
Quick Definition
Self-supervised learning by contrasting data pairs
Full Definition
A self-supervised approach learning representations by contrasting positive pairs against negative pairs.
Examples
SimCLR, MoCo, self-supervised pre-training
Related Terms
self-supervised-learning
representation-learning
More Machine Learning Terms
ARIMA
Statistical model for time series analysis and forecasting
Data Augmentation
Artificially increasing training data through modified copies
Multi-Task Learning
Training one model for multiple related tasks simultaneously
Clustering
Grouping similar data points based on feature similarity
PCA
Statistical technique reducing dimensionality via principal components
Hidden Markov Model
Statistical model with hidden states and observable outputs